RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing

Nazmul Karim, Alireza Zaeemzadeh, Nazanin Rahnavard

A reinforcement-learning-based non-uniform compressed sensing (NCS) framework for time-varying signals is introduced. The proposed scheme, referred to as RL-NCS, aims to boost the…